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convolutional-neural-networks x

1 search results found

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

3d Convolutional Speaker Recognition ⭐ 634

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

Stereo Rcnn ⭐ 517

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Lifting From The Deep Release ⭐ 391

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

Awesome Local Global Descriptor ⭐ 386

My personal note about local and global descriptor

Pointconv ⭐ 351

Video Long Term Feature Banks ⭐ 338

Long-Term Feature Banks for Detailed Video Understanding

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Hybridsn ⭐ 276

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

3d_cnn_tensorflow ⭐ 244

KITTI data processing and 3D CNN for Vehicle Detection

Gast Net 3dposeestimation ⭐ 243

A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)

3d Face Gcns ⭐ 225

Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks, CVPR 2020

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Metalimage ⭐ 214

MetalImage is more faster and powerful than opengles for iOS. It is very similar to GPUImage framework, but perform a better 3D rendering and multithreads computing abilities.

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Neo 360 ⭐ 187

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

3dcnn.torch ⭐ 184

Volumetric CNN for feature extraction and object classification on 3D data.

Graph Cnn In 3d Point Cloud Classification ⭐ 179

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

Image To 3d Bbox ⭐ 177

Build a CNN network to predict 3D bounding box of car from 2D image.

Cnn 3d Images Tensorflow ⭐ 176

3D image classification using CNN (Convolutional Neural Network)

Elektronn3 ⭐ 161

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

Tutorial About 3d Convolutional Network ⭐ 136

Tutorial about 3D convolutional network

Pointconv_pytorch ⭐ 136

pytorch version of PointConv

Faultseg ⭐ 135

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

Object Detection Development ⭐ 135

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Pv Rcnn ⭐ 127

PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection, CVPR 2020.

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

3d Densenet ⭐ 113

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

Modelfeast ⭐ 96

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

Voxel2mesh ⭐ 95

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

Mvcnn Tensorflow ⭐ 94

An Multi-View CNN (MVCNN) implementation with TensorFlow.

Znn Release ⭐ 92

Multi-core CPU implementation of deep learning for 2D and 3D sliding window convolutional networks (ConvNets).

Fusion models for Atomic and molecular STructures (FAST)

Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

Densepoint ⭐ 80

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

3dunet_abdomen_cascade ⭐ 79

Sketchcnn ⭐ 79

Robust freeform surface modeling from user 2d sketches.

3d Convolutional Speaker Recognition Pytorch ⭐ 78

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

Label Reg ⭐ 76

A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

3d Reconstruction With Neural Networks ⭐ 73

3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)

Coronary Artery Tracking Via 3d Cnn Classification ⭐ 71

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classiﬁer')

3dmfv Net ⭐ 68

Point cloud classification in Real-time using 3DmFV representation and CNNs

3d Action Recognition ⭐ 51

PyTorch implementation of Two-stream CNN for 3D action recognition

Interpretableneurodl ⭐ 50

Poreflow Net ⭐ 50

3D CNN to predict single-phase flow velocity fields

Brain Tumor Segmentation 3d Unet Cnn ⭐ 49

Brain tumor segmentation using a 3D UNet CNN

Semidensenet ⭐ 48

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

Micro Expression Recognition ⭐ 45

Spontaneous Facial Micro Expression Recognition using 3D Spatio-Temporal Convolutional Neural Networks

Syncspeccnn ⭐ 41

Synchronized Spectral CNN for 3D Shape Segmentation.

3d Cnn Action Recognition ⭐ 41

Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.

Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos

Deepfluorolabeling Ipcai2020 ⭐ 39

Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042 or https://doi.org/10.1007/s11548-020-02162-7

Monodepth360 ⭐ 39

Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.

Codes For Steering Control ⭐ 39

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)

Synthetic dataset generation for object-to-model deep learning

Mobileface ⭐ 38

Semiparametric ⭐ 37

[TPAMI 2020] Generating Novel Views of Vehicles via Semi-parametric Guidance. A semi-parametric approach for synthesizing novel views of a rigid object from a single monocular image.

Uniformizing 3d ⭐ 35

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.

The code for DeLS-3D of CVPR 2018

3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels

Stereo_matching ⭐ 34

Siamese stereo matching CNN for 3D reconstruction

Keras Alzheimers 3d Conv ⭐ 33

Implementation of a 3D Convolutional Neutral Network in Keras on an Alzheimers Disease MRI Scan Dataset

Dynamic Gcnn ⭐ 32

Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation

Zed Pytorch ⭐ 32

3D Object detection using the ZED and Pytorch

Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development

Cnn Project ⭐ 30

Project for CS 231N

3d Image Classification Tutorial ⭐ 30

Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.

Exploiting Spatial Temporal Relationships For 3d Pose Estimation Via Graph Convolutional Networks ⭐ 28

code for ICCV 2019 Paper Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

Deepstorm3d ⭐ 27

DeepSTORM3D implemented in Pytorch

Action Recognition Using 3d Resnet ⭐ 26

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

Brain vessel segmentation using 3D convolutional neural networks

Kits19.miscnn ⭐ 25

Kidney Tumor Segmentation Challenge 2019: MIScnn - 3D Residual U-Net

Pulmonary Nodule Detection Based On Deep Learning ⭐ 25

Using U-net, 3D CNN and cGAN to accomplish Pulmonary Nodule Detection. Also it's my undergraduate research program.

Action Recognition ⭐ 24

Course Project for CS763 Computer Vision IIT Bombay

Landmark Detection ⭐ 23

Automatic tool for landmark localisation in 3D medical images

Deep Segmentation Features For Weakly Supervised 3d Disease Classification In Chest Ct ⭐ 21

Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN architecture (DenseVNet, 3D Residual U-Net).

2017 Summer Reading List ⭐ 20

My reading list for my Summer 2017 internship at Voyage. Material that I found useful or interesting during work.

Selective_search_3d ⭐ 19

3d Face Reconstruction ⭐ 18

3D Face Reconstruction from a Single Image using Direct Volumetric CNN Regression.

Emotiw 2018 ⭐ 18

3d Cnn Emotion Recognition ⭐ 15

Volumetric CNN for Emotion Recognition for iPhone face dataset

Neural Scene Representation And Rendering ⭐ 15

Generative Query Network for rendering 3D scenes from 2D images

3dfacereconstruction ⭐ 15

some resources about 3D face reconstruction

Pytorch Clickhere Cnn ⭐ 14

PyTorch implementation of two viewpoint estimation models: Render For CNN and Click-Here CNN.

Video Inpainting ⭐ 13

Video Inpainting using 3D Convolutional Neural Network autoencoder

Lowshot Shapebias ⭐ 13

Learning low-shot object classification with explicit shape bias learned from point clouds

Segdgm_cnn ⭐ 13

Segment Deep Gray Matter on QSM images using 3D CNN

for the paper of 3D Inception CNN For Automatic Lung Nodule Detection

Instancefusion ⭐ 12

InstanceFusion: Real-time Instance-level 3D Reconstruction of Indoor Scenes using a Single RGBD Camera

Tissue Segmentation Of Brain Mri Images ⭐ 10

Actionclassification ⭐ 10

Video action classification benchmark for common CNN architectures, implemented in PyTorch

Extreme_3d_faces_evaluator ⭐ 8

Preprocessing to evaluate 3D face reconstruction from 2D image

3d Shape Segmentation Via Shape Fully Convolutional Networks ⭐ 8

3D Shape Segmentation via Shape Fully Convolutional Networks_Caffe

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